The WISE Lab @ Rutgers

AutoLossGen

AutoLossGen: Automatic Loss Function Generation for Recommender Systems

DCCF

Deconfounded Causal Collaborative Filtering

ExplainableFold

GenRec

Large Language Model for Generative Recommendation

KG-LLM

Knowledge Graph Large Language Model (KG-LLM)

NCR

Neural Collaborative Reasoning

NLR

Code for paper: Neural Logic Reasoning

NS-KGE

Non-Sampling Knowledge Graph Embedding

PAP-REC

user-fairness

User-oriented Fairness in Recommendation

rutgerswiselab/GenRec

Large Language Model for Generative Recommendation

rutgerswiselab/NLR

Code for paper: Neural Logic Reasoning

rutgerswiselab/NCR

Neural Collaborative Reasoning

rutgerswiselab/user-fairness

User-oriented Fairness in Recommendation

rutgerswiselab/AutoLossGen

AutoLossGen: Automatic Loss Function Generation for Recommender Systems

rutgerswiselab/NS-KGE

Non-Sampling Knowledge Graph Embedding

rutgerswiselab/ExplainableFold

rutgerswiselab/PAP-REC

rutgerswiselab/KG-LLM

Knowledge Graph Large Language Model (KG-LLM)

rutgerswiselab/DCCF

Deconfounded Causal Collaborative Filtering

rutgerswiselab/DyCCF

Dynamic Causal Collaborative Filtering

rutgerswiselab/Personalized-Counterfactual-Fairness-in-Recommendation

Code for paper "Personalized Counterfactual Fairness in Recommendation" (a.k.a. "Towards Personalized Fairness based on Causal Notion")

rutgerswiselab/CCF

Causal Collaborative Filtering

rutgerswiselab/gnn_cff

rutgerswiselab/LLM-RecSys-ID

How to Index Item IDs for Recommendation Foundation Models

rutgerswiselab/MANAS

Modularized Adaptive Neural Architecture Search

rutgerswiselab/CAFE

Cafe: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation

rutgerswiselab/COOKIE

A Dataset for Conversational Recommendation over KnowledgeGraph in E-commerce

rutgerswiselab/counter

Counterfactual Explainable Recommendation

rutgerswiselab/FCPO

code for ‘Towards Long-term Fairness in Recommendation’

rutgerswiselab/FedFairRec

Federated Fairness-aware Recommendation

rutgerswiselab/InstructGLM

Natural Language is All a Graph Needs

rutgerswiselab/Intent-Aware-Ranking-Transformers

Code on IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems (WWW 2020)

rutgerswiselab/LOGER

Faithfully Explainable Recommendation via Neural Logic Reasoning

rutgerswiselab/OpenP5

OpenP5: Benchmarking Foundation Models for Recommendation

rutgerswiselab/P5

rutgerswiselab/PETER

ACL'21, Personalized Transformer for Explainable Recommendation

rutgerswiselab/PivotCVAE

This is the implementation code for the WWW2021 paper "Variation Control and Evaluation for Generative Slate Recommendation"

rutgerswiselab/ucr

Official implementation for paper "User-Controllable Recommendation via Counterfactual Retrospective and Prospective Explanations" in ECAI2023

rutgerswiselab/VIP5

VIP5: Towards Multimodal Foundation Models for Recommendation